Minwei Feng

A Structured Self-Attentive Sentence Embedding.

2017 · International Conference on Learning Representations

This paper proposes a new model for extracting an interpretable sentence embedding by introducing self-attention. Instead of using a vector, we use a 2-D matrix to represent the embedding, with each row of the matrix …

Applying deep learning to answer selection: A study and an open task

2015

We apply a general deep learning framework to address the non-factoid question answering task. Our approach does not rely on any linguistic tools and can be applied to different languages or domains. Various architectures are …